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Bayesian Inference

Bayesian Inference is a methodology that employs Bayes Rule to estimate parameters (and their full posterior).

Papers

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Showing 2126–2150 of 2226 papers

TitleStatusHype
Sequential Monte Carlo Inference of Mixed Membership Stochastic Blockmodels for Dynamic Social Networks—0
Bayesian inference for low rank spatiotemporal neural receptive fields—0
Bayesian Inference and Online Experimental Design for Mapping Neural Microcircuits—0
Factorized Asymptotic Bayesian Inference for Latent Feature Models—0
Low-rank matrix reconstruction and clustering via approximate message passing—0
Locally Adaptive Bayesian Multivariate Time Series—0
Non-Uniform Camera Shake Removal Using a Spatially-Adaptive Sparse Penalty—0
Reciprocally Coupled Local Estimators Implement Bayesian Information Integration Distributively—0
Bayesian Inference for Gaussian Process Classifiers with Annealing and Pseudo-Marginal MCMC—0
Stochastic inference with deterministic spiking neurons—0
Exploration in Interactive Personalized Music Recommendation: A Reinforcement Learning Approach—0
Bayesian inference as iterated random functions with applications to sequential inference in graphical models—0
Variational Bayesian inference for linear and logistic regressionCode0
Improved Bayesian Logistic Supervised Topic Models with Data Augmentation—0
Discriminative Relational Topic Models—0
Pseudo-Marginal Bayesian Inference for Gaussian Processes—0
Unsupervised Spectral Learning of WCFG as Low-rank Matrix Completion—0
Bayesian Inference in Sparse Gaussian Graphical Models—0
Constrained Bayesian Inference for Low Rank Multitask Learning—0
Analysing Quality of English-Hindi Machine Translation Engine Outputs Using Bayesian Classification—0
Sigma Point Belief Propagation—0
Unsupervised structured semantic inference for spoken dialog reservation tasks—0
Nonparametric Bayesian Inference and Efficient Parsing for Tree-adjoining Grammars—0
Scalable Decipherment for Machine Translation via Hash Sampling—0
Decipherment Complexity in 1:1 Substitution Ciphers—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1F-SWAAccuracy83.61—Unverified
2F-SWAGAccuracy80.93—Unverified